{"id":"W1988888717","doi":"10.1002/tea.20245","title":"The writing on the wall: Classroom context, curriculum implementation, and student learning in integrated, community‐based science projects","year":2007,"lang":"en","type":"article","venue":"Journal of Research in Science Teaching","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Framing (construction); Discipline; Mathematics education; Context (archaeology); Pedagogy; Integrated curriculum; Science education; Sociology; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.08595631,0.00007139333,0.00009194283,0.0003566882,0.005176801,0.0006594264,0.00113668,0.00001582357,0.000005051303],"category_scores_gemma":[0.004206088,0.0000226355,0.00001939469,0.003644706,0.001762325,0.000564982,0.0002679733,0.001959439,0.000001168019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005371986,"about_ca_system_score_gemma":0.0003489893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360888,"about_ca_topic_score_gemma":0.004668924,"domain_scores_codex":[0.9964709,0.0007995578,0.0004258002,0.0001493684,0.001639138,0.0005152468],"domain_scores_gemma":[0.9939191,0.004746385,0.0002060844,0.00006278467,0.0009954663,0.00007014257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000126953,0.0001805298,0.8659121,0.000002613767,0.000002400599,0.000005425125,0.005133009,0.00003191355,0.01615027,0.01647563,0.0001035224,0.09598985],"study_design_scores_gemma":[0.0001142953,0.000260447,0.513463,0.0001332104,5.869535e-7,0.000005926658,0.4834741,0.0001619342,0.0003736586,0.0003883499,0.001580897,0.00004367518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850932,0.00005407701,0.00000436451,0.01372469,0.00009017779,0.0002142357,4.342611e-7,0.000004724485,0.0008141443],"genre_scores_gemma":[0.9995921,0.00002041196,0.0001245253,0.00019357,0.00004815006,0.000006410976,3.892218e-7,5.41655e-7,0.00001389405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.478341,"threshold_uncertainty_score":0.9961183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1745288448804819,"score_gpt":0.4777921908135513,"score_spread":0.3032633459330694,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}